The graph represents a network of 5,118 Twitter users whose recent tweets contained "berkman", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 16:35 UTC.
The tweets in the network were tweeted over the 1773-day, 6-hour, 22-minute period from Saturday, 03 March 2018 at 18:37 UTC to Tuesday, 10 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5118
Unique Edges : 3578
Edges With Duplicates : 9609
Total Edges : 13187
Number of Edge Types : 9
Retweet : 2490
MentionsInRetweet : 2931
Replies to : 1734
MentionsInReplyTo : 2635
Tweet : 1386
Mentions : 1448
Quote : 141
MentionsInQuote : 412
MentionsInQuoteReply : 10
Self-Loops : 1753
Reciprocated Vertex Pair Ratio : 0.0408325389259612
Reciprocated Edge Ratio : 0.0784613036177683
Connected Components : 729
Single-Vertex Connected Components : 319
Maximum Vertices in a Connected Component : 509
Maximum Edges in a Connected Component : 2341
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.559501
Graph Density : 0.00025014504288588
Modularity : 0.492052
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,118 Twitter users whose recent tweets contained "berkman", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 16:35 UTC.
The tweets in the network were tweeted over the 1773-day, 6-hour, 22-minute period from Saturday, 03 March 2018 at 18:37 UTC to Tuesday, 10 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : berkman
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1116] berkman,klein [1034] klein,center [950] internet,society [941] center,internet [638] lance,berkman [581] rebooting,social [575] social,media [557] institute,rebooting [481] harvard,berkman [471] media,harvard Top Word Pairs in Tweet in G1:
[909] berkman,klein [872] klein,center [868] center,internet [866] internet,society [563] rebooting,social [550] social,media [550] institute,rebooting [466] media,harvard [466] harvard,berkman [399] harvard's,berkman Top Word Pairs in Tweet in G2:
[81] alexander,berkman [57] lance,berkman [37] barry,berkman [36] berkman,klein [35] bowman,chrome [33] true,manhood [33] berkman,#quotes [33] manhood,alexander [33] war,paralyzes [33] courage,deadens Top Word Pairs in Tweet in G3:
[138] barry,berkman [43] bill,hader [21] love,barry [18] season,premiere [18] berkman,season [18] kills,barry [18] berkman,love [18] hader,kills [17] girlbosskenroy,bill [17] berkman_go_boom,omg Top Word Pairs in Tweet in G4:
[5] best,team [4] love,team [4] team,behind [3] pilotunblogu,hutchaye [3] theartofwarren,clairebear415 [3] behind,crossysky [3] hutchaye,theartofwarren [3] faryan1989m,raffverduzco [3] raffverduzco,ben_berkman [3] crossysky,dhandapannia Top Word Pairs in Tweet in G5:
[293] lance,berkman [141] big,puma [140] puma,lance [140] 15,#astros [130] card,limited [71] switch,hitters [67] one,greatest [65] limited,150 [65] jersey,card [65] game,used Top Word Pairs in Tweet in G6:
[7] berkman_eth,c_chiemelu [6] c_chiemelu,tek_tera [5] gtovreg,berkman_eth [5] akeldamamc,gtovreg [5] yesdude_eth,mamol637 [5] tek_tera,kendalldegener [5] berkman_eth,yesdude_eth [4] surin_fernando,deblackmegamind [4] popnerdx,cryptocat02 [4] stanciu2244,popnerdx Top Word Pairs in Tweet in G7:
[142] alexander,berkman [127] emma,goldman [126] goldman,alexander [62] buford,cargo [62] day,1919 [62] ship,emma [62] deported,uss [62] undesirables,deported [62] cargo,ship [62] uss,buford Top Word Pairs in Tweet in G8:
[3] coinbase,giving [3] eth,community [3] more,apply [3] community,see [3] 50000,eth [3] partnered,coinbase [3] apply,once [3] see,more [3] giving,back [3] back,50000 Top Word Pairs in Tweet in G9:
[3] shark_west,won_quan [3] cryptodillonft,cahootas [3] strogonofy84,brock_berkman [3] 000,eggs [3] brock_berkman,beautifull666 [3] shawdemetri,strogonofy84 [3] tendiemunching,auraorbs [3] danielyse_,tendiemunching [3] won_quan,shawdemetri [3] beautifull666,cryptodillonft Top Word Pairs in Tweet in G10:
[12] berkman_athan,reckmorecrypto [8] maohuifly,infornft [8] bart_2019,dj_llani [8] erinilkcanaslan,midnitemoiselle [8] midnitemoiselle,berkman_athan [8] pobor88,ab0m1nation [8] dj_llani,erinilkcanaslan [6] reckmorecrypto,propane2001 [6] ab0m1nation,maohuifly [6] khadeerz,bart_2019 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: